The two strongest pulls in Valiant Comics' top 10 sit in different corners of the comics ecosystem: IDW Publishing at 0.88 and Dark Horse Comics at 0.87 anchor one peak, while DC Vertigo at 0.85 and comiXology at 0.83 form a second — publisher brands on one side, digital and platform infrastructure on the other.

The shape is two-peak, and the split is clean. Three of the top five neighbors are Book Publishers (IDW Publishing, Dark Horse Comics, Image Comics at 0.80), placing Valiant squarely inside the independent-publisher audience cluster. But DC Vertigo and comiXology pull in a second direction — Entertainment Platforms rather than publishers — suggesting the audience also overlaps with readers who engage through digital storefronts and imprint-branded platforms rather than publisher identity alone. Rounding out the top 10, Collider Video (0.79, Websites), AMC Theatres (0.79, Entertainment), Hulu (0.79, Entertainment Platforms), IMAX (0.78, Entertainment), and Comics Alliance (0.77, Websites) extend the set into film-going and entertainment-media audiences. Valiant's own subcategory — Entertainment — appears in the top 10 only via AMC Theatres and IMAX, making the publisher cluster the dominant structural signal. No other entity in the top 10 shares Valiant's exact subcategory more than twice.

The overall shape describes an audience that bridges the independent comics publishing world and the broader entertainment-platform and theatrical ecosystem — two distinct neighborhoods held together by the same readers.